# The Agile Brand with Greg Kihlström® (@theagile_brand) on x

- id: koinon:creator:x_theagile_brand
- url: https://koinonlink.com/kol/x/theagile_brand
- schema_version: 1.4

## Identity
- platform: x
- handle: theagile_brand
- platform_url: https://twitter.com/theagile_brand
- website: http://www.theagilebrand.show
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1854
- following: 1425
- posts_total: 4115
- posts_observed: 1
- posts_per_day: 2.02
- account_age_days: 2037
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Marketing technology and martech trends, AI applications in marketing and automation, Customer experience and digital transformation, Marketing statistics and shopper behavior data, Podcast interviews with marketing and enterprise leaders
- bio: #MarketingTechnology #CustomerExperience & #DigitalTransformation. Podcast, books, and more by @gregkihlstrom  - Listen to the show on @Castbox_fm

## Audience (inferred)
- status: present
- description: Marketing professionals focused on martech, AI applications, and digital transformation, including practitioners and leaders handling campaigns and customer experience
- roles: ads
- seniority: practitioner
- pain_points: Budget conflicts between creative and other teams delaying ad campaign launches, Moving from basic task automation to full AI-driven autonomy for revenue growth, Adopting new technologies like branded calling to improve outbound answer rates, Interpreting and applying shopper behavior statistics to marketing strategies
- posts_analysed: 7
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_theagile_brand#58993623] 49% of shoppers reported buying for two children, while 45% were buying for one child | https://t.co/NVHfiPFpY8 / #MarketingStats #AI (AI-generated; please forgive typos) https://t.co/IF9uZgwj0T (https://twitter.com/theagile_brand/status/2072426193861685400)
- [x_theagile_brand#14efb80d] 🎧 EPISODE 901: Thryv's Patricia Rollins on what enterprise leaders can learn from small business - Listen: https://t.co/vbABQDEX2P #martech #marketing #podcast https://t.co/MLPaYs6VDv
- [x_theagile_brand#f92e5e74] Maximor grows revenue 35x in 9 months as it elevates finance from task automation to full autonomy https://t.co/qZAqA4NV7A #marketing #martech #marketingAI
- [x_theagile_brand#63e35221] Budget Fights Over Creative Often Kill Ad Campaign Launches Says New Research From XR https://t.co/OfQdhn4TDi #marketing #martech #marketingAI
- [x_theagile_brand#22222597] Twilio Takes U.S. Branded Calling to General Availability, Targeting the Outbound Answer-Rate Problem https://t.co/bWBo4Iipqu #marketing #martech #marketingAI
- [x_theagile_brand#05fbe717] 53% of shoppers purchase both in-store and online

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=78, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=112, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_theagile_brand
- Request removal: https://koinonlink.com/claim?k=x_theagile_brand
- Terms: https://koinonlink.com/for-ai